Combinatorial optimization problem (COP) over graphs is a fundamental challenge in
optimization. Reinforcement learning (RL) has recently emerged as a new framework to …

This paper demonstrates the validation and prediction of the wall temperature of a building
exposed to a composite climate. Two artificial intelligence models, such as multiple linear …

This study introduces an advanced convolutional neural network (CNN) model tailored for
building occupancy detection that accommodates the inherent uncertainties and …

Owing to the tendency to convert ordinary homes to smart ones, there are novel
opportunities for home energy management systems to exploit the binary and analog …

The indoor environment of our buildings hugely affects our daily quality of life. The air quality
and thermal, visual and acoustic comfort are known to influence occupants' satisfaction …